RT Journal Article
ID 08b4d2836ec2b8fb
A1 Gorokhovatskyi, Volodymyr A.
A1 Gorokhovatskiy, A. V. 
A1 Peredrii, Ye. О. 
T1 HASHING OF STRUCTURAL DESCRIPTIONS AT BUILDING OF THE CLASS IMAGE DESCRIPTOR, COMPUTING OF RELEVANCE AND CLASSIFICATION OF THE VISUAL OBJECTS
JF Telecommunications and Radio Engineering
JO TRE
YR 2018
FD 2018-08-31
VO 77
IS 13
SP 1159
OP 1168
K1 computer vision
K1 structural image recognition
K1 set of structural features
K1 key point descriptors
K1 class descriptor
K1 relevance of descriptions
K1 hashing
K1 hash-function
K1 classification rule
K1 relevance computation time
AB The problem of classification of visual objects on the space of the descriptor features of the image key points is solved with application of data hashing to the image description. The efficiency of application of options of the hashing functions is analyzed at building of the class descriptor as a generalized image of the etalon and at determining the level of relevance for the binary descriptions. Experimental estimation of the time for computing the hash-functions and determining the relevance for the hashed images as compared to the traditional voting approach is performed by means of the program simulation. The efficiency of application of hash-processing of data is confirmed in terms of a substantial increase of the performance parameter. 
PB Begell House
LK https://www.dl.begellhouse.com/journals/0632a9d54950b268,1569258903fbce5c,08b4d2836ec2b8fb.html